Bayesian Active Learning with Fully Bayesian Gaussian Processes.
Christoffer RiisFrancisco AntunesFrederik Boe HüttelCarlos Lima AzevedoFrancisco PereiraPublished in: NeurIPS (2022)
Keyphrases
- fully bayesian
- gaussian processes
- gaussian process
- active learning
- semi supervised
- hyperparameters
- random sampling
- regression model
- approximate inference
- model selection
- latent variables
- bayesian framework
- posterior distribution
- generative model
- semi supervised learning
- labeled data
- cross validation
- supervised learning
- training set
- learning algorithm
- transfer learning
- machine learning
- probability distribution
- pairwise
- bayesian networks